APS
29th APS Annual Convention · 2017
The Impact of Stimulus Features on Learning and Accuracy in an Adaptive Category Learning Task Designed to Train Fluid Intelligence
- Maciej Kos
Northeastern University - James McKanna
Northeastern University - Misha Pavel
Northeastern University - Michael Dillard
Honeywell Aerospace - Jessamy Almquist
Honeywell Advanced Technology Research - Garrett Kimball
Simcoach Games - Anna-Katharine Brem
University of Oxford - Anna-Katharine Brem
Max Planck - Umut Orhan
Northeastern University - Sumientra Rampersad
Northeastern University - Dennis Cornhill
Simcoach Games - Nick Yeung
University of Oxford - Deniz Erdogmus
Northeastern University - Alvaro Pascual-Leone
Harvard University - Roi Cohen Kadosh
University of Oxford - Santosh Mathan
Honeywell Aerospace
Abstract
To better approximate real-world learning and facilitate far-transfer, we varied the number of potential dimensions encoded in the stimulus used in a category learning task. Results suggest the difficulty of a categorization task - as reflected by individual and group-level measures of accuracy and learning - depends on these.
Human Learning and Memory